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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Drum of Endurance | 708 | 8.46% | 72.1 | 56.78% | +8.57% | +0.28% | +5.93% | 0.63% | 21:23 | 07:01 | 16:00 | 19:25 | 24:59 | 1:13:41 | 06:39 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Warlock | 5 | 35.71% | 100.0 | 80.00% | +2.22% | +20.00% | -80.00% | -10.89% | 23:58 | 16:51 | 16:51 | 22:23 | 26:02 | 35:48 | 09:11 | 06:48 |
 | Mirana | 42 | 17.72% | 98.2 | 69.05% | +11.61% | +3.68% | -9.05% | -1.09% | 24:06 | 13:07 | 16:53 | 19:36 | 28:34 | 55:27 | 11:41 | 08:39 |
 | Silencer | 26 | 24.76% | 96.4 | 69.23% | +23.66% | +16.48% | -2.56% | -1.88% | 26:26 | 15:26 | 20:38 | 25:49 | 30:47 | 43:17 | 10:09 | 07:31 |
 | Bounty Hunter | 19 | 52.78% | 94.5 | 63.16% | +4.34% | +16.84% | -3.16% | -5.77% | 17:56 | 12:33 | 16:07 | 17:57 | 19:35 | 25:42 | 03:28 | 02:34 |
 | Chen | 5 | 22.73% | 92.7 | 80.00% | +38.82% | +20.00% | +20.00% | 0.00% | 24:46 | 16:47 | 16:47 | 24:46 | 24:50 | 36:51 | 08:03 | 05:57 |
 | Beastmaster | 34 | 16.35% | 90.9 | 64.71% | +14.71% | -9.15% | -14.71% | -0.75% | 23:46 | 07:13 | 18:24 | 21:44 | 25:47 | 49:49 | 07:23 | 05:28 |
 | Visage | 26 | 50.00% | 89.1 | 57.69% | +11.54% | -14.83% | +8.98% | 3.63% | 16:24 | 08:22 | 11:59 | 15:43 | 18:33 | 27:43 | 06:34 | 04:51 |
 | Crystal Maiden | 17 | 25.00% | 87.3 | 64.71% | +15.69% | +10.29% | +35.29% | 2.58% | 24:24 | 13:26 | 15:55 | 20:16 | 25:37 | 56:00 | 09:42 | 07:11 |
 | Elder Titan | 18 | 64.29% | 85.5 | 55.56% | +5.56% | +24.44% | -5.56% | -6.57% | 20:39 | 15:04 | 18:03 | 20:29 | 22:37 | 28:44 | 04:34 | 03:22 |
 | Oracle | 2 | 15.38% | 83.6 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 24:18 | 21:01 | 21:01 | 27:34 | 27:34 | 27:34 | 06:33 | 04:51 |
 | Clockwerk | 48 | 20.78% | 81.8 | 58.33% | +5.87% | 0.00% | +16.67% | 1.87% | 22:18 | 14:06 | 17:30 | 19:32 | 26:26 | 38:07 | 08:56 | 06:37 |
 | Techies | 8 | 14.29% | 80.0 | 75.00% | +43.75% | -25.00% | +25.00% | 4.79% | 24:55 | 17:28 | 17:52 | 21:22 | 28:18 | 36:17 | 10:26 | 07:43 |
 | Primal Beast | 53 | 30.99% | 78.2 | 54.72% | +9.80% | +14.51% | -0.87% | -3.20% | 15:23 | 08:40 | 10:59 | 12:51 | 15:47 | 46:38 | 04:48 | 03:33 |
 | Disruptor | 86 | 25.37% | 76.4 | 53.49% | -1.06% | +1.06% | -5.87% | -1.09% | 20:55 | 12:45 | 17:23 | 19:35 | 23:43 | 34:17 | 06:20 | 04:41 |
 | Dazzle | 4 | 26.67% | 74.5 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 20:13 | 11:31 | 11:31 | 13:37 | 13:56 | 41:49 | 02:25 | 01:47 |
 | Luna | 3 | 6.00% | 72.7 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 17:31 | 17:18 | 17:18 | 17:31 | 17:45 | 17:45 | 00:27 | 00:20 |
 | Tusk | 25 | 13.59% | 70.9 | 60.00% | +12.83% | +6.67% | -26.67% | -3.20% | 23:32 | 12:09 | 17:22 | 22:33 | 27:47 | 46:55 | 10:25 | 07:42 |
 | Undying | 56 | 26.79% | 69.1 | 51.79% | +6.69% | +12.50% | -1.79% | -1.49% | 23:21 | 11:09 | 16:40 | 21:07 | 26:17 | 1:13:41 | 09:37 | 07:07 |
 | Enchantress | 59 | 31.22% | 67.3 | 50.85% | +5.47% | -4.18% | +2.48% | 0.60% | 21:16 | 09:23 | 14:31 | 17:33 | 25:41 | 55:59 | 11:10 | 08:16 |
 | Abaddon | 3 | 4.55% | 65.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 18:08 | 14:37 | 14:37 | 17:29 | 22:18 | 22:18 | 07:41 | 05:41 |
 | Doom | 16 | 8.89% | 63.6 | 56.25% | +11.74% | -6.25% | +43.75% | 0.00% | 13:11 | 07:12 | 10:17 | 11:32 | 13:55 | 28:05 | 03:38 | 02:41 |
 | Monkey King | 3 | 1.83% | 61.8 | 100.00% | +38.51% | 0.00% | 0.00% | 0.00% | 20:44 | 16:11 | 16:11 | 20:59 | 25:02 | 25:02 | 08:51 | 06:33 |
 | Vengeful Spirit | 1 | 16.67% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 |
 | Batrider | 11 | 12.64% | 58.2 | 54.55% | +11.13% | +45.45% | -21.22% | -61.54% | 09:39 | 07:01 | 09:06 | 10:00 | 10:11 | 11:36 | 01:05 | 00:48 |
 | Skywrath Mage | 2 | 3.33% | 56.4 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 16:42 | 14:30 | 14:30 | 18:53 | 18:53 | 18:53 | 04:23 | 03:14 |
 | Lycan | 37 | 54.41% | 54.5 | 35.14% | -19.70% | -1.81% | -1.81% | 0.00% | 20:07 | 16:40 | 18:22 | 19:28 | 21:16 | 30:33 | 02:54 | 02:08 |
 | Jakiro | 12 | 13.48% | 52.7 | 50.00% | +1.95% | +16.67% | -16.67% | -2.76% | 24:47 | 16:22 | 18:18 | 19:45 | 30:24 | 40:36 | 12:06 | 08:57 |
 | Hoodwink | 4 | 4.65% | 50.9 | 75.00% | +40.85% | -75.00% | +25.00% | 0.00% | 28:25 | 21:54 | 21:54 | 27:38 | 29:56 | 34:13 | 08:02 | 05:57 |
 | Marci | 5 | 8.77% | 49.1 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 16:46 | 14:31 | 14:31 | 15:43 | 17:37 | 20:28 | 03:06 | 02:17 |
 | Rubick | 6 | 1.54% | 47.3 | 66.67% | +20.06% | +33.33% | +33.33% | 0.00% | 20:13 | 14:05 | 16:51 | 17:40 | 21:45 | 33:09 | 04:54 | 03:37 |
 | Snapfire | 13 | 5.65% | 45.5 | 46.15% | +0.07% | +20.52% | -12.82% | -3.66% | 24:09 | 14:11 | 16:58 | 23:47 | 26:04 | 43:17 | 09:06 | 06:44 |
 | Ancient Apparition | 1 | 6.67% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Spirit Breaker | 6 | 50.00% | 41.8 | 33.33% | +16.66% | -33.33% | -33.33% | 0.00% | 17:38 | 14:21 | 15:04 | 17:21 | 19:29 | 21:10 | 04:25 | 03:16 |
 | Gyrocopter | 8 | 28.57% | 40.0 | 37.50% | -12.50% | +12.50% | +62.50% | 4.12% | 28:44 | 18:33 | 19:31 | 27:51 | 31:39 | 42:09 | 12:08 | 08:59 |
 | Venomancer | 1 | 5.88% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 00:00 | 00:00 |
 | Brewmaster | 1 | 5.56% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 00:00 | 00:00 |
 | Dark Willow | 1 | 4.55% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Treant Protector | 6 | 6.38% | 32.7 | 50.00% | +6.82% | +50.00% | -50.00% | -6.45% | 29:37 | 18:12 | 20:06 | 25:02 | 35:36 | 48:11 | 15:30 | 11:28 |
 | Night Stalker | 1 | 3.57% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Pugna | 1 | 3.57% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Invoker | 4 | 8.89% | 27.3 | 50.00% | +15.85% | -50.00% | -50.00% | 0.00% | 10:49 | 08:01 | 08:01 | 08:49 | 10:44 | 15:42 | 02:43 | 02:00 |
 | Omniknight | 3 | 42.86% | 25.5 | 33.33% | -16.67% | -33.33% | 0.00% | 8.51% | 21:12 | 19:07 | 19:07 | 21:27 | 23:02 | 23:02 | 03:55 | 02:54 |
 | Dawnbreaker | 1 | 1.89% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Tiny | 3 | 1.24% | 21.8 | 66.67% | +17.09% | +33.33% | 0.00% | 0.00% | 37:09 | 29:54 | 29:54 | 39:22 | 42:10 | 42:10 | 12:16 | 09:05 |
 | Io | 1 | 1.69% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.91% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.52% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 00:00 | 00:00 |
 | Lich | 2 | 6.25% | 14.5 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 18:53 | 17:46 | 17:46 | 19:59 | 19:59 | 19:59 | 02:13 | 01:38 |
 | Ogre Magi | 5 | 41.67% | 12.7 | 20.00% | -22.86% | -20.00% | -20.00% | 0.00% | 26:06 | 18:53 | 18:53 | 23:21 | 30:29 | 37:05 | 11:36 | 08:35 |
 | Shadow Demon | 3 | 12.00% | 10.9 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 16:54 | 11:01 | 11:01 | 17:15 | 22:27 | 22:27 | 11:26 | 08:28 |
 | Phoenix | 3 | 4.48% | 9.1 | 33.33% | -13.55% | +66.67% | 0.00% | 0.00% | 18:37 | 15:49 | 15:49 | 16:32 | 23:31 | 23:31 | 07:42 | 05:42 |
 | Alchemist | 1 | 1.43% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Windranger | 1 | 10.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Death Prophet | 3 | 1.51% | 3.6 | 0.00% | -53.06% | 0.00% | 0.00% | 0.00% | 19:39 | 12:49 | 12:49 | 22:21 | 23:46 | 23:46 | 10:57 | 08:06 |
 | Keeper of the Light | 1 | 1.47% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |